Microsoft Excel is an important tool to perform statistical data analysis. This course provides an overview of the fundamentals, from performing common calculations to conducting Bayesian analysis with Excel. The trainer will start with the foundational concepts, including an introduction to the central limit theorem, and then shows how to visualize data, relationships, and future results with Excel's histograms, gra....

Keras is one of the most popular high level Machine Learning framework for Tensorflow. It is used widely by industries and research communities. It allows for easy and fast prototyping. It supports both convolutional networks and recurrent networks, as well as combinations of the two. Keras also runs seamlessly on CPU and GPU. In this advanced Keras training, you will learn the following topics:
Hyper Parameter Tu....

Sequential data is the more prevalent data form such as text, speech, music, DNA sequence, video, drawing. Analysing sequential data is one of the key goals of machine learning such as document classification, time series forecasting, sentimental analysis, language translation.
Seq2seq models have been used to process sequenital data. Seq2seq model has transformed the state of the art in neural machine translation, ....

Qlik Sense is currently one of the top 3 most popular business intelligence software. It helps people find deeper insights by harnessing human intuition and machine intelligence during the analytics process. Qlik Sense associative engine lets you explore all your data, in any direction, leaving no data behind and no path uncovered.This 2 days Qlik Sense Business Analytics Training will cover the basic to advanced fea....

Time series are all around us, from server logs, marketing and sales to high-frequency financial data. Time series analysis involves analyzing the available data to o quantitatively monitor, describe, explain, and find out the pattern or trend in the data to predict some future values. Business forecasts can be based on historical data patterns that are used to understand the past and predict future market behavior, ....

Power BI Suite ranks as a leader in business intelligence and analytics platforms as recognized by Gartner. It is a collection of software services, apps and connectors that work together to turn your data into coherent, visually immersive and interactive insights. It allows one to connect quickly and easily to data sources (including excel or databases), visualize (or discover) what is important, and share that insi....

Statistics plays an important role in data analysis, machine learning and data science. In this course, you will learn the fundamental statistics concepts using Python. You will learn to use third-party Python Packages such as Matplotlib, Seaborn, Pandas and Statsmodels to learn Statistics. The topics include:
Regression
Statistical Modeling
Principal Component Analysis
Hypothesis Testing
Time Series Analysis
....

Qlikview is one of the most popular business intelligence software. It helps people find deeper insights by harnessing human intuition and machine intelligence during the analytics process. Qlikview associative engine lets you explore all your data, in any direction, leaving no data behind and no path uncovered. And you can do everything from any device, without limitations.t
This 2 days Qlikview Business Analytics....

Apache Spark is an open-source cluster-computing framework overtaking the old MapReduce paradigm which is strictly disk-based. Spark uses memory and can use disk for processing which makes it 100x faster for large-scale SQL, batch processing, stream processing and machine learning. This course shows how to use R sparklyr package to query, visualize and perform data analysis & machine learning on your data.
After ....

Apache Impala is an open source massively parallel processing SQL query engine for Apache Hadoop. The result is order-of-magnitude faster performance than Hive, depending on the type of query and configuration. Apache Impala provides a familiar and unified platform for batch-oriented or real-time queries. This course shows how to use R tidyverse package and Impala to query, visualize and perform statistical analysis ....

Power BI ranks as a leader in the business intelligence and analytics platforms as recognised by Gartner. The suite is a collection of software services, apps and connectors that work together to turn your data into coherent, visually immersive and interactive insights. It lets one connect easily to data sources, visualise (or discover) what is important and share that with anyone or everyone one wants. It can be fas....

Deep learning is a subfield of machine learning which is stirred by the structure and function of the brain called artificial neural networks. Deep learning have been applied to many fields, computer vision, natural language processing, bioinformatics, etc. Deep learning is one of the highly demanding skills in tech, and mastering deep learning open numerous new career opportunities. Fast.ai is a high level programmi....

Learn how to explore and analyze your data by creating an interactive dashboard in Excel using pivot tables and Visual Basic. In this course, you will learn how to create a dynamic template to generate business reports for customers and to better understand your own data. You'll learn how to import external data, design a template using pivot tables, and add slicers, macros, and action buttons to make the template mo....

Tableau is a great data visualisation software that can help anyone see and understand their data. You can connect to almost any database, drag and drop to create visualisations, and share with a click using Tableau. In this basic Tableau course, you can learn how to to analyse and present data using this powerful data visualisation software. You will also learn to install Tableau, import data sources, join data sou....

Tableau is the most popular data visualizaiton software used by many companies. This two day full day Tableau training will teach you the essential features of Tableau. The course will explain how to analyze and present data using this powerful data visualisation program.
Topics include:
Tableau Worksheets
Data Visualisation View
Tableau Dashboard & Story
Actions
Connecting to a Data Source
Data Jo....

Microsoft Power BI is a suite of interactive data visualisation business analytics tools that deliver insights throughout your organization. You can use Power BI to connect to hundreds of data sources, simplify data prep, and drive ad hoc analysis. It produce beautiful reports, then publish them for your organization to consume on the web and across mobile devices. Everyone can create personalised dashboards with a u....

QlikView is a Business Intelligence (BI) data discovery product for creating guided analytics applications and dashboards tailor-made for business challenge. QlikView is the one of the most flexible Business Intelligence platform for turning data into knowledge It allows you to Import your own data and drivefaster response to changing business requirements, shorter time to value and greater insight
The topics ....

About Us

Singapore SkillsFuture movement aims to develop skills for the future and help Singaporeans develop a future based on deep skills and knowledge-driven. All Singaporeans aged 25 and above can use their $500 SkillsFuture Credit from the government to pay for a wide range of approved skills-related courses. Visit the SkillsFuture Credit website www.skillsfuture.sg/credit to choose from the courses available on the SkillsFuture Credit course directory.